Kunze Linear Algebra · Problem 2.3.9

Vector Spaces

Mathematics — Methods · linear-independence-sums

Problem

Let VV be a vector space over a subfield FF of the complex numbers. Suppose α\alpha, β\beta, and γ\gamma are linearly independent vectors in VV. Prove that (α+β)(\alpha + \beta), (β+γ)(\beta + \gamma), and (γ+α)(\gamma + \alpha) are linearly independent.
Intuitive explanation

The key is to test linear independence directly: assume a linear combination of these three new vectors equals zero, then use the original independence of α\alpha, β\beta, γ\gamma to force all coefficients to be zero. When you expand the combination and collect terms by the original vectors, you'll get a system of equations in the original coefficients—the constraint that α\alpha, β\beta, γ\gamma are independent means each original vector's coefficient must vanish separately, which cascades back to your original unknowns.

Intuitive explanation

The key is to test linear independence directly: assume a linear combination of these three new vectors equals zero, then use the original independence of α\alpha, β\beta, γ\gamma to force all coefficients to be zero. When you expand the combination and collect terms by the original vectors, you'll get a system of equations in the original coefficients—the constraint that α\alpha, β\beta, γ\gamma are independent means each original vector's coefficient must vanish separately, which cascades back to your original unknowns.

Related theory

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